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spatio-temporal prediction

51 papers

Papers

A Retrieval Augmented Spatio-Temporal Framework for Traffic Prediction AAAI 2026 Meta Dynamic Graph for Traffic Flow Prediction AAAI 2026 Towards High Resolution Probabilistic Coastal Inundation Forecasting from Sparse Observations AAAI 2026 Balancing Imbalance: Data-Scarce Urban Flow Prediction via Spatio-Temporal Balanced Transfer Learning IJCAI 2025 Embracing Large Language Models in Traffic Flow Forecasting ACL 2025 Integrating Multi-Source Data for Long Sequence Precipitation Forecasting AAAI 2025 Multi-Scale Graph Learning for Anti-Sparse Downscaling AAAI 2025 OCK: Unsupervised Dynamic Video Prediction with Object-Centric Kinematics ICCV 2025 Open-CK: A Large Multi-Physics Fields Coupling benchmarks in Combustion Kinetics ICLR 2025 PINP: Physics-Informed Neural Predictor with latent estimation of fluid flows ICLR 2025 Revealing Concept Shift in Spatio-Temporal Graphs via State Learning IJCAI 2025 Spectral-Refiner: Accurate Fine-Tuning of Spatiotemporal Fourier Neural Operator for Turbulent Flows ICLR 2025 TC-Diffuser: Bi-Condition Multi-Modal Diffusion for Tropical Cyclone Forecasting AAAI 2025 Advection Augmented Convolutional Neural Networks NeurIPS 2024 Attention-Based Models for Snow-Water Equivalent Prediction AAAI 2024 Cam4DOcc: Benchmark for Camera-Only 4D Occupancy Forecasting in Autonomous Driving Applications CVPR 2024 Causal Deciphering and Inpainting in Spatio-Temporal Dynamics via Diffusion Model NeurIPS 2024 DiffCast: A Unified Framework via Residual Diffusion for Precipitation Nowcasting CVPR 2024 Efficient Representation Learning of Satellite Image Time Series and Their Fusion for Spatiotemporal Applications AAAI 2024 Fair Graph Learning Using Constraint-Aware Priority Adjustment and Graph Masking in River Networks AAAI 2024 Identifying Spatio-Temporal Drivers of Extreme Events NeurIPS 2024 iTrendRNN: An Interpretable Trend-Aware RNN for Meteorological Spatiotemporal Prediction AAAI 2024 NuwaDynamics: Discovering and Updating in Causal Spatio-Temporal Modeling ICLR 2024 PredToken: Predicting Unknown Tokens and Beyond with Coarse-to-Fine Iterative Decoding CVPR 2024 Spatio-Temporal Pivotal Graph Neural Networks for Traffic Flow Forecasting AAAI 2024